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@doraneko94
doraneko94 / roc_auc_ci.py
Last active May 17, 2024 15:55
Calculating confidence interval of ROC-AUC.
from sklearn.metrics import roc_auc_score
from math import sqrt
def roc_auc_ci(y_true, y_score, positive=1):
AUC = roc_auc_score(y_true, y_score)
N1 = sum(y_true == positive)
N2 = sum(y_true != positive)
Q1 = AUC / (2 - AUC)
Q2 = 2*AUC**2 / (1 + AUC)
SE_AUC = sqrt((AUC*(1 - AUC) + (N1 - 1)*(Q1 - AUC**2) + (N2 - 1)*(Q2 - AUC**2)) / (N1*N2))
@nemotoo
nemotoo / .gitattributes
Last active May 17, 2024 15:54
.gitattributes for Unity3D with git-lfs
## Unity ##
*.cs diff=csharp text
*.cginc text
*.shader text
*.mat merge=unityyamlmerge eol=lf
*.anim merge=unityyamlmerge eol=lf
*.unity merge=unityyamlmerge eol=lf
*.prefab merge=unityyamlmerge eol=lf
@xirixiz
xirixiz / index.md
Created March 11, 2021 11:03 — forked from hrdtbs/index.md
Connect to Github with ED25519

Connect to github with ED25519

2017/08/09 MacOS

Check SSH key

$ ls -al ~/.ssh
@simonw
simonw / recover_source_code.md
Last active May 17, 2024 15:51
How to recover lost Python source code if it's still resident in-memory

How to recover lost Python source code if it's still resident in-memory

I screwed up using git ("git checkout --" on the wrong file) and managed to delete the code I had just written... but it was still running in a process in a docker container. Here's how I got it back, using https://pypi.python.org/pypi/pyrasite/ and https://pypi.python.org/pypi/uncompyle6

Attach a shell to the docker container

Install GDB (needed by pyrasite)

apt-get update && apt-get install gdb
@ObserverOfTime
ObserverOfTime / BDLinux.md
Last active May 17, 2024 15:45
Install BetterDiscord on Linux

Install BetterDiscord on Linux

This Gist contains simple instructions on how to install, update, and uninstall BetterDiscord on Linux.

For more thorough documentation, take a look at betterdiscordctl's README.

Do NOT submit issues here as I don't check the comments. You should submit them here instead.

@Klerith
Klerith / instalaciones-next.md
Last active May 17, 2024 15:44
Instalaciones recomendadas para el curso de Next.js 13 >
@nyancodeid
nyancodeid / README.md
Last active May 17, 2024 15:44
Make RESTful API with Google Apps Script and SpreadSheet

Google Script CRUD

By Ryan Aunur Rassyid

Simply create RESTful API with Google Script and store it to Google SpreadSheet like a Pro.

@OnniSaarni
OnniSaarni / fikaserver.md
Last active May 17, 2024 15:41
SPT AKI Fika Server With Docker Ubuntu/Debian